Upload Date | September 28 2021 10:56 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
---|---|
Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
514
55.1 IPS |
|
Image Classification (F16)
|
100% |
518
55.5 IPS |
|
Image Classification (I8)
|
81% |
404
43.3 IPS |
|
Image Segmentation (F32)
|
100% |
628
3.88 IPS |
|
Image Segmentation (F16)
|
100% |
709
4.38 IPS |
|
Image Segmentation (I8)
|
89% |
1081
6.68 IPS |
|
Pose Estimation (F32)
|
100% |
191
0.77 IPS |
|
Pose Estimation (F16)
|
100% |
203
0.82 IPS |
|
Pose Estimation (I8)
|
80% |
327
1.32 IPS |
|
Object Detection (F32)
|
100% |
771
27.1 IPS |
|
Object Detection (F16)
|
100% |
762
26.7 IPS |
|
Object Detection (I8)
|
52% |
598
21.0 IPS |
|
Face Detection (F32)
|
100% |
944
10.8 IPS |
|
Face Detection (F16)
|
100% |
928
10.7 IPS |
|
Face Detection (I8)
|
75% |
704
8.08 IPS |
|
Text Classification (F32)
|
100% |
1944
769.0 IPS |
|
Text Classification (F16)
|
100% |
1903
752.8 IPS |
|
Machine Translation (F32)
|
100% |
1132
174.4 IPS |
|
Machine Translation (F16)
|
100% |
1173
180.8 IPS |